Corey
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- Y Combinator10 min
Designing Characters with Deep Learning: Spellbrush (W18) - YC Gaming Tech Talks 2020
SpellRush, a Y Combinator-backed studio, has developed an on-premises deep learning system using Generative Adversarial Networks to generate AAA-quality character art in seconds, effectively replacing hundreds of hours of manual labor. The company engineered its models to correct demographic biases found in training data, specifically increasing the representation of male characters and diverse skin tones, while reducing model training costs to approximately $4,000 per iteration through custom hardware. Now operating a team of five, SpellRush is applying these tools to produce the world's first AI-illustrated game and is actively recruiting additional animators and research interns to expand its capabilities.
- Milken Institute59 min
Reducing the Health and Economic Burden of Chronic Disease
Bill Dietz, Jim, Stefano Bertozzi, ERIC SCHMIDT, ELLEN MULLENFELDTNER, JOHN MCDONOUGH JR., JOHN MCCORD JR., ERIC SCHWARTZMANN, FRIDA L., COREY, Alice Waters
Experts address the rising economic and health burden of chronic diseases like obesity and diabetes, highlighting disparities across demographics and the urgent need for scalable preventive programs such as the virtual Real Appeal initiative. While policy tools like sugar-sweetened beverage taxes show promise in reducing consumption, significant barriers remain in provider knowledge, fragmented data systems, and limited community access to healthy resources. The future of chronic disease management is shifting toward a pivot point where data analytics and mandatory provider accountability drive clinical decision-making alongside voluntary patient data sharing.